Crypto & Investing — Overview
What Is the Investment Coach?¶
The Investment Coach is a Claude Code skill (/invest) that combines a 10-agent analysis pipeline with personalized education. Every recommendation comes with a "Here's why" and "What to watch for" — no black-box decisions, no guru signals, no mystery.
You get a multi-perspective debate (bull vs bear, aggressive vs conservative) before any buy/sell rating, grounded in real market data from Alpha Vantage, Finnhub, YouTube trends, Reddit sentiment, and your actual portfolio context from Ghostfolio and Firefly III.
Who Is This For?¶
Beginners who want to grow their money but don't know where to start — and want to actually learn what they're doing along the way. No finance background required. No jargon without translation. The coach calibrates its language to your current stage and only unlocks more advanced instruments once you can explain why past recommendations were made.
Real-World Problems This Solves¶
Problems the Investment Coach addresses
- "I have savings but I'm scared to invest because I don't understand what I'm buying." The education layer explains every metric and indicator used — by the time you've reviewed 15 analyses, you understand the fundamentals.
- "YouTube finance gurus contradict each other." The 10-agent pipeline runs bull AND bear cases in parallel, then a judge picks a direction with explicit reasoning.
- "I don't know if I'm overexposed to one stock." The coach pulls your real Ghostfolio holdings into every analysis — "You already hold 23% AAPL, adding more increases concentration risk."
- "I want to track whether my decisions were right." Every analysis is stored in Memory MCP and revisited 3 days later, weekly, and monthly to check prediction accuracy.
What You Get¶
| Capability | Before | After |
|---|---|---|
| Investment decisions | "I think NVDA is going up?" | 10-agent debate with explicit bull/bear cases and a rated outcome |
| Portfolio awareness | Spreadsheet you check twice a year | Real-time Ghostfolio context in every analysis |
| Learning | YouTube videos that never stick | Every analysis teaches 1-2 concepts grounded in what you just bought |
| Accountability | No feedback loop | 3-day / weekly / monthly reflections compare predictions to reality |
Design Principles¶
- Every recommendation comes with a "Why" — the thesis is always explained in plain language
- No black-box decisions — you learn while growing your money
- Start conservative — ETFs only in Foundation stage, advanced instruments unlock with knowledge
- Multi-perspective debate — bull, bear, aggressive, conservative, neutral — forces the coach to see blind spots
- Reflection over prediction — "We said X — here's what actually happened" matters more than the initial call
TL;DR
The Investment Coach is a Claude Code skill that runs a 10-agent pipeline (market analyst, news, sentiment, fundamentals, bull, bear, research manager, trader, risk panel, portfolio manager) for every ticker you analyze. It integrates with your Ghostfolio/Firefly III portfolio, explains every concept it uses, and tracks its own accuracy over time. Foundation stage locks you to ETFs until you prove you understand why.